Lucy Suddenly worked on the panther-labs/panther-analysis repository, focusing on an environment upgrade to maintain runtime and telemetry consistency. She updated the Dockerfile to move from Python 3.11.9 to 3.11.11, ensuring compatibility with downstream dependencies and reducing security risks. Lucy also aligned AWS CloudTrail user-agent strings with the new Python version, supporting accurate telemetry and smoother deployments. Her work involved routine environment management, leveraging skills in CI/CD and DevOps, and was thoroughly documented for auditability. This targeted upgrade reduced drift in the development environment and contributed to the ongoing stability and maintainability of the project’s infrastructure.